{"id":"https://openalex.org/W3023116395","doi":"https://doi.org/10.1109/access.2020.2990535","title":"A Method for Wafer Defect Detection Using Spatial Feature Points Guided Affine Iterative Closest Point Algorithm","display_name":"A Method for Wafer Defect Detection Using Spatial Feature Points Guided Affine Iterative Closest Point Algorithm","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3023116395","doi":"https://doi.org/10.1109/access.2020.2990535","mag":"3023116395"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2990535","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2990535","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09078806.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09078806.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100704226","display_name":"Jing Yang","orcid":"https://orcid.org/0000-0002-0315-1686"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Yang","raw_affiliation_strings":["Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, China","Institute of Control Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, China","Institute of Control Engineering, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-0315-1686","affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Institute of Control Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Institute of Control Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101639768","display_name":"Yi Xu","orcid":"https://orcid.org/0000-0001-5857-4179"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Xu","raw_affiliation_strings":["Institute of Control Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","Institute of Control Engineering, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Control Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Institute of Control Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033905708","display_name":"Hai-Jun Rong","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai-Jun Rong","raw_affiliation_strings":["State Key Laboratory for Strength and Vibration of Mechanical Structures, School of Aerospace, Xi\u2019an Jiaotong University, Xi\u2019an, China","State Key Laboratory for Strength and Vibration of Mechanical Structures, School of Aerospace, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Strength and Vibration of Mechanical Structures, School of Aerospace, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Strength and Vibration of Mechanical Structures, School of Aerospace, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044668212","display_name":"Shaoyi Du","orcid":"https://orcid.org/0000-0002-7092-0596"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoyi Du","raw_affiliation_strings":["Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, China","Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025710876","display_name":"Hongmei Zhang","orcid":"https://orcid.org/0000-0003-4622-4360"},"institutions":[{"id":"https://openalex.org/I4210158926","display_name":"Xijing Hospital","ror":"https://ror.org/05cqe9350","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158926"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongmei Zhang","raw_affiliation_strings":["Xijing Hospital, Xi\u2019an, China","Xijing Hospital, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xijing Hospital, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210158926"]},{"raw_affiliation_string":"Xijing Hospital, Xi'an, China","institution_ids":["https://openalex.org/I4210158926"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.8661,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.8705141,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"79056","last_page":"79068"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wafer","display_name":"Wafer","score":0.8565737009048462},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6447676420211792},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5921634435653687},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5651876330375671},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5504917502403259},{"id":"https://openalex.org/keywords/affine-transformation","display_name":"Affine transformation","score":0.4942896366119385},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.44133228063583374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4227811098098755},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37607473134994507},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3484508991241455},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18969988822937012},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15237924456596375},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09949937462806702}],"concepts":[{"id":"https://openalex.org/C160671074","wikidata":"https://www.wikidata.org/wiki/Q267131","display_name":"Wafer","level":2,"score":0.8565737009048462},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6447676420211792},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5921634435653687},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5651876330375671},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5504917502403259},{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.4942896366119385},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.44133228063583374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4227811098098755},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37607473134994507},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3484508991241455},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18969988822937012},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15237924456596375},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09949937462806702},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2990535","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2990535","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09078806.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a6716bf0ea924576b7129dfe07416c93","is_oa":true,"landing_page_url":"https://doaj.org/article/a6716bf0ea924576b7129dfe07416c93","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 79056-79068 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2990535","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2990535","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09078806.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G2012690716","display_name":null,"funder_award_id":"61773147","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8396617935","display_name":"\u57fa\u4e8e\u56fe\u50cf\u70b9\u96c6\u914d\u51c6\u7684\u9ad8\u7cbe\u5ea6\u5927\u8303\u56f4\u4ea4\u901a\u573a\u666f\u4e09\u7ef4\u91cd\u5efa\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61971343","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1883748536","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1963824880","https://openalex.org/W1974777989","https://openalex.org/W1979757125","https://openalex.org/W1988493684","https://openalex.org/W2001282003","https://openalex.org/W2003612343","https://openalex.org/W2020226640","https://openalex.org/W2020286945","https://openalex.org/W2025298711","https://openalex.org/W2027884517","https://openalex.org/W2035969035","https://openalex.org/W2043481840","https://openalex.org/W2044001825","https://openalex.org/W2045639339","https://openalex.org/W2051349404","https://openalex.org/W2054831422","https://openalex.org/W2056710597","https://openalex.org/W2066956616","https://openalex.org/W2096579040","https://openalex.org/W2104550562","https://openalex.org/W2109064983","https://openalex.org/W2127281288","https://openalex.org/W2138310067","https://openalex.org/W2139447122","https://openalex.org/W2146688209","https://openalex.org/W2152232814","https://openalex.org/W2156953558","https://openalex.org/W2162280586","https://openalex.org/W2163251950","https://openalex.org/W2170824968","https://openalex.org/W2351599831","https://openalex.org/W2395611524","https://openalex.org/W2412782625","https://openalex.org/W2593609447","https://openalex.org/W2612893250","https://openalex.org/W2767891186","https://openalex.org/W2769249386","https://openalex.org/W3038513114","https://openalex.org/W3103428980","https://openalex.org/W6639824700","https://openalex.org/W6640054144","https://openalex.org/W6643921888","https://openalex.org/W6682349981","https://openalex.org/W6734170982"],"related_works":["https://openalex.org/W1998662473","https://openalex.org/W1988252515","https://openalex.org/W2075391483","https://openalex.org/W2742348144","https://openalex.org/W2038820605","https://openalex.org/W1985417357","https://openalex.org/W2115053376","https://openalex.org/W2367528910","https://openalex.org/W1991489478","https://openalex.org/W2121416564"],"abstract_inverted_index":{"In":[0,113,136],"integrated":[1],"circuit":[2],"manufacturing":[3],"industry,":[4],"in":[5,90],"order":[6],"to":[7,18],"meet":[8],"the":[9,42,75,78,83,117,125,142,166,180,192],"high":[10],"demand":[11],"of":[12,45,145,172,196],"electronic":[13],"products,":[14],"wafers":[15],"are":[16,38,65],"designed":[17],"be":[19,177],"smaller":[20],"and":[21,53,82,110,149,169],"smaller,":[22],"which":[23,49],"makes":[24],"automatic":[25,197],"wafer":[26,34,98,108,114,119,137,173],"defect":[27,35,99,111,138,174],"detection":[28,36,139,175,194],"a":[29,95,147],"great":[30],"challenge.":[31],"The":[32,57,158],"existing":[33],"methods":[37],"mainly":[39],"based":[40,123,152],"on":[41,51,124,153],"precise":[43],"segmentation":[44,58,109,115],"one":[46],"single":[47],"wafer,":[48],"relies":[50],"high-cost":[52],"complicated":[54],"hardware":[55,71],"instruments.":[56],"performance":[59],"obtained":[60],"is":[61,121,156],"unstable":[62],"because":[63],"there":[64],"too":[66],"many":[67],"limitations":[68],"brought":[69],"by":[70],"implementations":[72],"such":[73],"as":[74],"camera":[76],"location,":[77,81],"light":[79],"source":[80],"product":[84],"location.":[85],"To":[86],"address":[87],"this":[88,91,187],"problem,":[89],"paper,":[92],"we":[93],"propose":[94],"method":[96,103,189],"for":[97],"detection.":[100,112],"This":[101],"novel":[102,188],"includes":[104],"two":[105,164],"phases,":[106,165],"namely":[107],"phase,":[116,140],"target":[118],"image":[120],"segmented":[122],"affine":[126],"iterative":[127],"closest":[128],"algorithm":[129,151],"with":[130,141,162],"spatial":[131],"feature":[132],"points":[133],"guided":[134],"(AICP-FP).":[135],"inherent":[143],"characteristics":[144],"wafers,":[146],"simple":[148],"effective":[150],"machine":[154],"vision":[155],"proposed.":[157],"simulations":[159],"demonstrate":[160],"that,":[161],"these":[163],"higher":[167,170],"accuracy":[168],"speed":[171],"can":[176,190],"achieved":[178],"at":[179],"same":[181],"time.":[182],"For":[183],"real":[184],"industrial":[185],"system,":[186],"satisfy":[191],"real-time":[193],"requirements":[195],"production":[198],"line.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
